Microsoft has rolled out a significant upgrade to Bing Webmaster Tools' AI Performance Report, adding four new dimensions: Intent classification, Topic grouping, Citation Share, and a Compare feature. These tools help site owners understand not just whether they appear in Bing's AI results, but why they're cited, which topics they own, and how they stack up against competitors.
What Changed
Bing launched its original AI Performance Report in February 2026, giving publishers basic visibility into how their content performed inside AI-generated Bing results. The June 2026 update adds substantial depth across four new dimensions.
1. Intent Classification
The new Intents feature categorizes the queries that triggered your AI citations into four buckets:
- Informational — Users looking to learn something
- Commercial — Users researching products or services before purchase
- Navigational — Users looking for a specific site or brand
- Learn — Deep educational research queries (distinct from simple informational queries)
This matters because your citation rates — and what you should do to improve them — differ significantly by intent type.
2. Topics
The Topics feature groups your AI citations into broader subject areas, showing which content themes you're earning AI visibility in, and which you're not. If you publish across multiple content verticals, you can now see which topics Bing's AI "trusts" your site for.
3. Citation Share
Citation Share shows how your site's citation rate compares to other sources that appear in AI-generated answers for the same queries. This is the closest thing to competitive AI visibility data Bing has offered. You can see if you're gaining or losing AI presence relative to competitors in your space.
4. Compare
The Compare feature lets you analyze how your AI citation patterns change over time — so you can measure the impact of content updates, new structured data, or editorial changes on your AI visibility.
Why It Matters for Your SEO Strategy
Bing, powered by Microsoft Copilot, has established a meaningful share of AI-driven search in 2026. More importantly, Bing was the first major search engine to give publishers transparent AI performance data, and this update makes that data actionable.
Here's why this matters beyond Bing-specific traffic:
- AI search is search. Bing's AI Overviews-equivalent surfaces answers the same way Google's do. The content characteristics that earn citations in one engine tend to work in others.
- Citation Share is a new competitive metric. Knowing your share of AI citations in a topic area is a fundamentally new signal — one that standard rank trackers can't give you.
- Intent data reveals content gaps. If you're getting cited for informational queries but almost nothing for commercial ones, you're likely missing bottom-of-funnel content that influences buyers.
Step-by-Step: Getting the Most from the New Features
Step 1: Set Up or Log Into Bing Webmaster Tools
Go to Bing Webmaster Tools and verify your site if you haven't already. This is free and takes about 10 minutes. Bing Webmaster Tools is often neglected — now it has data worth checking.
Step 2: Navigate to the AI Performance Report
In the left navigation, look for Performance → AI Performance Report. Check if the new Intent, Topics, Citation Share, and Compare features are visible. Rollout is in progress; if you don't see all features, check back weekly.
Step 3: Review Your Intent Distribution
Look at which intent types are driving your AI citations. Heavy on Informational but light on Commercial? You need more content that directly addresses buying decisions: comparisons, pricing guides, "best X for Y" pages. Heavy on Navigational? Users already know your brand — focus on informational content to grow reach.
Step 4: Identify Your Core Topics
Review the Topics data to see which subject areas Bing's AI cites you for. Cross-reference against your actual content strategy. Are there major topics your site covers that don't appear here? Those pages may need more depth, better structure, or additional supporting content.
Step 5: Benchmark Your Citation Share
Look at Citation Share for your top topics. If your share is declining, a competitor is likely gaining ground with better content, stronger entity signals, or more authoritative backlinks. Identify the specific topic areas where you're losing share and create a content improvement plan.
Step 6: Use Compare to Measure Content Changes
Before making major content updates, note your current citation metrics. After publishing changes, use the Compare feature (2–4 weeks later) to measure impact.
Step 7: Apply Learnings Across Engines
The content signals that improve Bing AI citations — clear structure, topic depth, entity authority, and well-organized FAQ content — are the same signals that improve Google AI Overviews citations. Treat Bing's AI Performance Report as a free diagnostic tool for your overall AI visibility strategy.
Common Mistakes to Avoid
- Ignoring Bing because Google dominates your traffic — Bing's AI data is uniquely transparent. Use Bing's richer data as a proxy to improve your overall AI search strategy.
- Focusing only on Citation Share without looking at Intent — High citation share for navigational queries doesn't help you grow. Focus on commercial and informational intent citations.
- Not verifying your site in Bing Webmaster Tools — You can't access any of this data without verification. Set it up today.
- Treating AI citations as equivalent to organic rankings — Citation Share measures a different kind of visibility. You need to track both.
Quick-Win Checklist
- Log into or set up Bing Webmaster Tools
- Verify your site if not already done
- Open the AI Performance Report and check for Intent, Topics, Citation Share, and Compare features
- Export your top 10 AI-cited pages
- Review Intent distribution — identify any major intent type with low citation share
- Identify 2–3 Topics where your Citation Share is declining
- Create a content plan to address Citation Share gaps
- Set a baseline snapshot in Compare, then revisit in 4 weeks post-content changes
